Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 2803 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 284.8 KiB |
| Average record size in memory | 104.0 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 1 |
Area is highly overall correlated with Convex_Area and 1 other fields | High correlation |
Compactness is highly overall correlated with Extent and 2 other fields | High correlation |
Convex_Area is highly overall correlated with Area and 1 other fields | High correlation |
Extent is highly overall correlated with Compactness and 1 other fields | High correlation |
Length is highly overall correlated with Perimeter | High correlation |
Perimeter is highly overall correlated with Area and 3 other fields | High correlation |
Solidity is highly overall correlated with Compactness and 1 other fields | High correlation |
Reproduction
| Analysis started | 2024-10-14 18:00:00.125290 |
|---|---|
| Analysis finished | 2024-10-14 18:00:23.104270 |
| Duration | 22.98 seconds |
| Software version | ydata-profiling vv4.10.0 |
| Download configuration | config.json |
Length
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1944 |
|---|---|
| Distinct (%) | 69.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 289.92638 |
| Minimum | 151.33527 |
|---|---|
| Maximum | 515.35248 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.0 KiB |
Quantile statistics
| Minimum | 151.33527 |
|---|---|
| 5-th percentile | 203.6737 |
| Q1 | 245.02597 |
| median | 279.87787 |
| Q3 | 329.15091 |
| 95-th percentile | 411.35281 |
| Maximum | 515.35248 |
| Range | 364.01721 |
| Interquartile range (IQR) | 84.124939 |
Descriptive statistics
| Standard deviation | 62.181171 |
|---|---|
| Coefficient of variation (CV) | 0.21447228 |
| Kurtosis | 0.068361152 |
| Mean | 289.92638 |
| Median Absolute Deviation (MAD) | 39.904999 |
| Skewness | 0.63684484 |
| Sum | 812663.64 |
| Variance | 3866.498 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 252.4578857 | 5 | 0.2% |
| 241.2635498 | 5 | 0.2% |
| 254.4638672 | 5 | 0.2% |
| 244.8665924 | 4 | 0.1% |
| 296.0483093 | 4 | 0.1% |
| 271.1351929 | 4 | 0.1% |
| 342.9841003 | 4 | 0.1% |
| 350.3298645 | 4 | 0.1% |
| 310.4946899 | 4 | 0.1% |
| 269.8413696 | 4 | 0.1% |
| Other values (1934) | 2760 |
| Value | Count | Frequency (%) |
| 151.3352661 | 1 | < 0.1% |
| 154.7952423 | 2 | |
| 156.0432281 | 1 | < 0.1% |
| 156.4661713 | 1 | < 0.1% |
| 159.2402954 | 1 | < 0.1% |
| 159.8836517 | 1 | < 0.1% |
| 160.4595642 | 1 | < 0.1% |
| 160.5242767 | 2 | |
| 167.8253021 | 3 | |
| 168.6890869 | 2 |
| Value | Count | Frequency (%) |
| 515.352478 | 1 | |
| 512.6253052 | 2 | |
| 506.372406 | 1 | |
| 499.4121399 | 1 | |
| 497.4573059 | 1 | |
| 494.1210327 | 1 | |
| 481.2356873 | 1 | |
| 477.2573853 | 1 | |
| 475.8347168 | 1 | |
| 469.9933167 | 1 |
Width
Real number (ℝ)
| Distinct | 1859 |
|---|---|
| Distinct (%) | 66.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 170.8074 |
| Minimum | 88.050529 |
|---|---|
| Maximum | 258.56979 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.0 KiB |
Quantile statistics
| Minimum | 88.050529 |
|---|---|
| 5-th percentile | 126.3836 |
| Q1 | 149.5894 |
| median | 169.92412 |
| Q3 | 190.64043 |
| 95-th percentile | 224.59663 |
| Maximum | 258.56979 |
| Range | 170.51926 |
| Interquartile range (IQR) | 41.051025 |
Descriptive statistics
| Standard deviation | 29.587914 |
|---|---|
| Coefficient of variation (CV) | 0.17322384 |
| Kurtosis | -0.050047453 |
| Mean | 170.8074 |
| Median Absolute Deviation (MAD) | 20.577881 |
| Skewness | 0.19561051 |
| Sum | 478773.15 |
| Variance | 875.44468 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 169.46492 | 5 | 0.2% |
| 184.4487152 | 5 | 0.2% |
| 171.9005585 | 4 | 0.1% |
| 134.7543488 | 4 | 0.1% |
| 206.7833099 | 4 | 0.1% |
| 204.3783875 | 4 | 0.1% |
| 175.6868896 | 4 | 0.1% |
| 132.1011047 | 4 | 0.1% |
| 213.1753845 | 4 | 0.1% |
| 162.4747772 | 4 | 0.1% |
| Other values (1849) | 2761 |
| Value | Count | Frequency (%) |
| 88.05052948 | 1 | |
| 88.05123138 | 2 | |
| 90.07479095 | 1 | |
| 90.56969452 | 1 | |
| 92.25747681 | 1 | |
| 92.62679291 | 2 | |
| 93.73306274 | 2 | |
| 93.8094101 | 2 | |
| 94.20102692 | 1 | |
| 94.51618195 | 2 |
| Value | Count | Frequency (%) |
| 258.5697937 | 1 | |
| 257.7919006 | 1 | |
| 257.3881836 | 1 | |
| 256.3813782 | 1 | |
| 255.9151306 | 1 | |
| 254.0734253 | 1 | |
| 253.7433777 | 1 | |
| 253.3808289 | 1 | |
| 253.0660858 | 1 | |
| 251.3216553 | 1 |
Thickness
Real number (ℝ)
| Distinct | 1797 |
|---|---|
| Distinct (%) | 64.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 109.79245 |
| Minimum | 59.494278 |
|---|---|
| Maximum | 181.8452 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.0 KiB |
Quantile statistics
| Minimum | 59.494278 |
|---|---|
| 5-th percentile | 78.197243 |
| Q1 | 97.348965 |
| median | 110.44627 |
| Q3 | 121.59585 |
| 95-th percentile | 140.16505 |
| Maximum | 181.8452 |
| Range | 122.35092 |
| Interquartile range (IQR) | 24.246883 |
Descriptive statistics
| Standard deviation | 18.94619 |
|---|---|
| Coefficient of variation (CV) | 0.17256369 |
| Kurtosis | 0.22639383 |
| Mean | 109.79245 |
| Median Absolute Deviation (MAD) | 11.84491 |
| Skewness | 0.11469466 |
| Sum | 307748.23 |
| Variance | 358.9581 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 102.5193939 | 5 | 0.2% |
| 125.8632965 | 5 | 0.2% |
| 128.172821 | 4 | 0.1% |
| 102.9962845 | 4 | 0.1% |
| 86.40414429 | 4 | 0.1% |
| 131.7304077 | 4 | 0.1% |
| 123.282135 | 4 | 0.1% |
| 110.7969055 | 4 | 0.1% |
| 83.44372559 | 4 | 0.1% |
| 100.4527206 | 4 | 0.1% |
| Other values (1787) | 2761 |
| Value | Count | Frequency (%) |
| 59.49427795 | 1 | < 0.1% |
| 59.99125671 | 2 | |
| 60.47774506 | 3 | |
| 60.52585983 | 1 | < 0.1% |
| 61.58906555 | 1 | < 0.1% |
| 62.78192902 | 2 | |
| 63.36927414 | 1 | < 0.1% |
| 63.89343643 | 2 | |
| 65.5340271 | 2 | |
| 66.75514221 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 181.8451996 | 1 | < 0.1% |
| 181.4137115 | 1 | < 0.1% |
| 181.0529785 | 1 | < 0.1% |
| 179.3300171 | 3 | |
| 171.271286 | 2 | |
| 170.9720154 | 1 | < 0.1% |
| 169.5546112 | 2 | |
| 168.8439178 | 2 | |
| 164.6936035 | 1 | < 0.1% |
| 162.1138458 | 1 | < 0.1% |
Area
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2750 |
|---|---|
| Distinct (%) | 98.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26511.117 |
| Minimum | 6037 |
|---|---|
| Maximum | 89282 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.0 KiB |
Quantile statistics
| Minimum | 6037 |
|---|---|
| 5-th percentile | 10611.25 |
| Q1 | 16211.5 |
| median | 23440.5 |
| Q3 | 33451 |
| 95-th percentile | 54367.3 |
| Maximum | 89282 |
| Range | 83245 |
| Interquartile range (IQR) | 17239.5 |
Descriptive statistics
| Standard deviation | 13782.561 |
|---|---|
| Coefficient of variation (CV) | 0.51987855 |
| Kurtosis | 1.6273588 |
| Mean | 26511.117 |
| Median Absolute Deviation (MAD) | 7998.5 |
| Skewness | 1.2424311 |
| Sum | 74310662 |
| Variance | 1.89959 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10535 | 3 | 0.1% |
| 13978 | 2 | 0.1% |
| 20190.5 | 2 | 0.1% |
| 14676.5 | 2 | 0.1% |
| 67056 | 2 | 0.1% |
| 29979 | 2 | 0.1% |
| 26640.5 | 2 | 0.1% |
| 31187 | 2 | 0.1% |
| 6499.5 | 2 | 0.1% |
| 14873.5 | 2 | 0.1% |
| Other values (2740) | 2782 |
| Value | Count | Frequency (%) |
| 6037 | 1 | |
| 6177 | 1 | |
| 6185 | 1 | |
| 6198.5 | 1 | |
| 6499.5 | 2 | |
| 6574.5 | 1 | |
| 6755 | 1 | |
| 6819.5 | 1 | |
| 6898 | 1 | |
| 6915.5 | 1 |
| Value | Count | Frequency (%) |
| 89282 | 1 | |
| 86040 | 1 | |
| 85880 | 1 | |
| 83822 | 1 | |
| 81813 | 1 | |
| 79559 | 1 | |
| 78531.5 | 1 | |
| 78338.5 | 1 | |
| 78242 | 1 | |
| 77816.5 | 1 |
Perimeter
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2793 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 743.86377 |
| Minimum | 311.56349 |
|---|---|
| Maximum | 1864.9474 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.0 KiB |
Quantile statistics
| Minimum | 311.56349 |
|---|---|
| 5-th percentile | 436.05264 |
| Q1 | 571.73001 |
| median | 707.48737 |
| Q3 | 878.89653 |
| 95-th percentile | 1151.6952 |
| Maximum | 1864.9474 |
| Range | 1553.3839 |
| Interquartile range (IQR) | 307.16652 |
Descriptive statistics
| Standard deviation | 230.63208 |
|---|---|
| Coefficient of variation (CV) | 0.31004612 |
| Kurtosis | 1.1297973 |
| Mean | 743.86377 |
| Median Absolute Deviation (MAD) | 151.65686 |
| Skewness | 0.91904927 |
| Sum | 2085050.1 |
| Variance | 53191.154 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 954.6244514 | 2 | 0.1% |
| 547.7300085 | 2 | 0.1% |
| 881.244728 | 2 | 0.1% |
| 726.2569201 | 2 | 0.1% |
| 713.7716388 | 2 | 0.1% |
| 557.3868634 | 2 | 0.1% |
| 460.9604578 | 2 | 0.1% |
| 692.4995612 | 2 | 0.1% |
| 1437.425527 | 2 | 0.1% |
| 506.5168068 | 2 | 0.1% |
| Other values (2783) | 2783 |
| Value | Count | Frequency (%) |
| 311.5634888 | 1 | |
| 320.7350618 | 1 | |
| 320.9777024 | 1 | |
| 321.0782073 | 1 | |
| 340.7350615 | 1 | |
| 341.3208473 | 1 | |
| 342.0487697 | 1 | |
| 346.9777017 | 1 | |
| 348.29141 | 1 | |
| 348.4924203 | 1 |
| Value | Count | Frequency (%) |
| 1864.947387 | 1 | |
| 1732.999123 | 1 | |
| 1719.935194 | 1 | |
| 1684.898617 | 1 | |
| 1675.082383 | 1 | |
| 1651.082382 | 1 | |
| 1627.803165 | 1 | |
| 1609.259008 | 1 | |
| 1606.898618 | 1 | |
| 1593.685414 | 1 |
Roundness
Real number (ℝ)
| Distinct | 1944 |
|---|---|
| Distinct (%) | 69.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.46952578 |
| Minimum | 0.17374846 |
|---|---|
| Maximum | 0.69729264 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.0 KiB |
Quantile statistics
| Minimum | 0.17374846 |
|---|---|
| 5-th percentile | 0.25480081 |
| Q1 | 0.38359415 |
| median | 0.47143167 |
| Q3 | 0.57732421 |
| 95-th percentile | 0.63839578 |
| Maximum | 0.69729264 |
| Range | 0.52354419 |
| Interquartile range (IQR) | 0.19373006 |
Descriptive statistics
| Standard deviation | 0.11870449 |
|---|---|
| Coefficient of variation (CV) | 0.25281783 |
| Kurtosis | -0.87364686 |
| Mean | 0.46952578 |
| Median Absolute Deviation (MAD) | 0.097720723 |
| Skewness | -0.30042357 |
| Sum | 1316.0808 |
| Variance | 0.014090756 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6323167105 | 7 | 0.2% |
| 0.4142495572 | 5 | 0.2% |
| 0.5977807185 | 4 | 0.1% |
| 0.4535270637 | 4 | 0.1% |
| 0.4947791534 | 4 | 0.1% |
| 0.3682207855 | 4 | 0.1% |
| 0.4591370937 | 4 | 0.1% |
| 0.5100017618 | 4 | 0.1% |
| 0.5789729752 | 4 | 0.1% |
| 0.4289546782 | 4 | 0.1% |
| Other values (1934) | 2759 |
| Value | Count | Frequency (%) |
| 0.1737484552 | 2 | |
| 0.1783044211 | 2 | |
| 0.1811091857 | 1 | |
| 0.1850221679 | 1 | |
| 0.1881483404 | 1 | |
| 0.1943163767 | 2 | |
| 0.194803299 | 2 | |
| 0.2021449064 | 2 | |
| 0.2048341426 | 1 | |
| 0.2133799222 | 1 |
| Value | Count | Frequency (%) |
| 0.6972926432 | 1 | |
| 0.6855770595 | 1 | |
| 0.6803785287 | 2 | |
| 0.6793269392 | 1 | |
| 0.6773676637 | 1 | |
| 0.6764886335 | 2 | |
| 0.6741675939 | 2 | |
| 0.673256447 | 1 | |
| 0.6706803041 | 2 | |
| 0.6692031068 | 1 |
Solidity
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2800 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.95582807 |
| Minimum | 0.71877246 |
|---|---|
| Maximum | 0.99288912 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.0 KiB |
Quantile statistics
| Minimum | 0.71877246 |
|---|---|
| 5-th percentile | 0.8706016 |
| Q1 | 0.94457906 |
| median | 0.97042221 |
| Q3 | 0.98148402 |
| 95-th percentile | 0.98862805 |
| Maximum | 0.99288912 |
| Range | 0.27411666 |
| Interquartile range (IQR) | 0.036904957 |
Descriptive statistics
| Standard deviation | 0.039595724 |
|---|---|
| Coefficient of variation (CV) | 0.041425572 |
| Kurtosis | 5.4602108 |
| Mean | 0.95582807 |
| Median Absolute Deviation (MAD) | 0.014092448 |
| Skewness | -2.1749702 |
| Sum | 2679.1861 |
| Variance | 0.0015678214 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7187724634 | 2 | 0.1% |
| 0.9685987384 | 2 | 0.1% |
| 0.9258937078 | 2 | 0.1% |
| 0.9153351932 | 1 | < 0.1% |
| 0.9265368827 | 1 | < 0.1% |
| 0.9431130848 | 1 | < 0.1% |
| 0.9430423355 | 1 | < 0.1% |
| 0.9460082822 | 1 | < 0.1% |
| 0.9364214116 | 1 | < 0.1% |
| 0.9400149134 | 1 | < 0.1% |
| Other values (2790) | 2790 |
| Value | Count | Frequency (%) |
| 0.7187724634 | 2 | |
| 0.7414402427 | 1 | |
| 0.7450065648 | 1 | |
| 0.7511175547 | 1 | |
| 0.7617977528 | 1 | |
| 0.7671826431 | 1 | |
| 0.7686141566 | 1 | |
| 0.7713918269 | 1 | |
| 0.7841960295 | 1 | |
| 0.7853451096 | 1 |
| Value | Count | Frequency (%) |
| 0.992889123 | 1 | |
| 0.9927057971 | 1 | |
| 0.9924222343 | 1 | |
| 0.9922863139 | 1 | |
| 0.992081448 | 1 | |
| 0.9920251382 | 1 | |
| 0.9919179942 | 1 | |
| 0.9919061562 | 1 | |
| 0.9918980822 | 1 | |
| 0.9918912921 | 1 |
Compactness
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2800 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8252335 |
| Minimum | 1.1644687 |
|---|---|
| Maximum | 9.6600571 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.0 KiB |
Quantile statistics
| Minimum | 1.1644687 |
|---|---|
| 5-th percentile | 1.2486428 |
| Q1 | 1.3573981 |
| median | 1.5764123 |
| Q3 | 1.9659529 |
| 95-th percentile | 3.3775808 |
| Maximum | 9.6600571 |
| Range | 8.4955883 |
| Interquartile range (IQR) | 0.60855473 |
Descriptive statistics
| Standard deviation | 0.79405843 |
|---|---|
| Coefficient of variation (CV) | 0.43504485 |
| Kurtosis | 14.887234 |
| Mean | 1.8252335 |
| Median Absolute Deviation (MAD) | 0.2592854 |
| Skewness | 3.2181026 |
| Sum | 5116.1295 |
| Variance | 0.63052879 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6.457891663 | 2 | 0.1% |
| 2.229812351 | 2 | 0.1% |
| 2.452015431 | 2 | 0.1% |
| 1.844151746 | 1 | < 0.1% |
| 2.284923767 | 1 | < 0.1% |
| 1.944841272 | 1 | < 0.1% |
| 2.274092729 | 1 | < 0.1% |
| 2.207729603 | 1 | < 0.1% |
| 2.466474898 | 1 | < 0.1% |
| 2.14965433 | 1 | < 0.1% |
| Other values (2790) | 2790 |
| Value | Count | Frequency (%) |
| 1.164468727 | 1 | |
| 1.16746807 | 1 | |
| 1.171493171 | 1 | |
| 1.172427662 | 1 | |
| 1.175407185 | 1 | |
| 1.179803389 | 1 | |
| 1.180105672 | 1 | |
| 1.182508941 | 1 | |
| 1.183430673 | 1 | |
| 1.184406026 | 1 |
| Value | Count | Frequency (%) |
| 9.660057066 | 1 | |
| 9.085459347 | 1 | |
| 7.518157797 | 1 | |
| 7.052304174 | 1 | |
| 6.825683957 | 1 | |
| 6.732644849 | 1 | |
| 6.704805865 | 1 | |
| 6.596767535 | 1 | |
| 6.488794301 | 1 | |
| 6.457891663 | 2 |
Aspect_Ratio
Real number (ℝ)
| Distinct | 1003 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7542552 |
| Minimum | 1.4000817 |
|---|---|
| Maximum | 2.7312514 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.0 KiB |
Quantile statistics
| Minimum | 1.4000817 |
|---|---|
| 5-th percentile | 1.5183611 |
| Q1 | 1.6152884 |
| median | 1.7059238 |
| Q3 | 1.838599 |
| 95-th percentile | 2.1539618 |
| Maximum | 2.7312514 |
| Range | 1.3311697 |
| Interquartile range (IQR) | 0.22331051 |
Descriptive statistics
| Standard deviation | 0.20393376 |
|---|---|
| Coefficient of variation (CV) | 0.11625091 |
| Kurtosis | 2.0536555 |
| Mean | 1.7542552 |
| Median Absolute Deviation (MAD) | 0.10548497 |
| Skewness | 1.302701 |
| Sum | 4917.1774 |
| Variance | 0.041588979 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.548957718 | 8 | 0.3% |
| 1.600438803 | 7 | 0.2% |
| 1.864239083 | 7 | 0.2% |
| 1.800293087 | 7 | 0.2% |
| 1.577732151 | 7 | 0.2% |
| 1.767010353 | 7 | 0.2% |
| 2.111400983 | 7 | 0.2% |
| 1.689471263 | 7 | 0.2% |
| 1.880837863 | 6 | 0.2% |
| 1.641675485 | 6 | 0.2% |
| Other values (993) | 2734 |
| Value | Count | Frequency (%) |
| 1.400081673 | 5 | |
| 1.427405508 | 6 | |
| 1.436017711 | 2 | 0.1% |
| 1.449457939 | 2 | 0.1% |
| 1.45116974 | 4 | |
| 1.452477741 | 3 | |
| 1.462166258 | 2 | 0.1% |
| 1.464647005 | 2 | 0.1% |
| 1.466764392 | 2 | 0.1% |
| 1.468290452 | 4 |
| Value | Count | Frequency (%) |
| 2.73125138 | 3 | |
| 2.607367523 | 1 | < 0.1% |
| 2.606582831 | 4 | |
| 2.598485293 | 2 | |
| 2.580846925 | 2 | |
| 2.579810661 | 3 | |
| 2.573946228 | 1 | < 0.1% |
| 2.527518166 | 4 | |
| 2.506223458 | 2 | |
| 2.468742797 | 2 |
Eccentricity
Real number (ℝ)
| Distinct | 1003 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.81361199 |
| Minimum | 0.69989674 |
|---|---|
| Maximum | 0.93056271 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.0 KiB |
Quantile statistics
| Minimum | 0.69989674 |
|---|---|
| 5-th percentile | 0.75251646 |
| Q1 | 0.78460362 |
| median | 0.81032867 |
| Q3 | 0.83966301 |
| 95-th percentile | 0.88790298 |
| Maximum | 0.93056271 |
| Range | 0.23066598 |
| Interquartile range (IQR) | 0.055059392 |
Descriptive statistics
| Standard deviation | 0.041301826 |
|---|---|
| Coefficient of variation (CV) | 0.050763542 |
| Kurtosis | -0.37560752 |
| Mean | 0.81361199 |
| Median Absolute Deviation (MAD) | 0.027451218 |
| Skewness | 0.29789897 |
| Sum | 2280.5544 |
| Variance | 0.0017058409 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.7577382187 | 8 | 0.3% |
| 0.8340819394 | 7 | 0.2% |
| 0.8133212007 | 7 | 0.2% |
| 0.7648571685 | 7 | 0.2% |
| 0.8556213928 | 7 | 0.2% |
| 0.8342153168 | 7 | 0.2% |
| 0.799227214 | 7 | 0.2% |
| 0.8664939375 | 7 | 0.2% |
| 0.809647096 | 7 | 0.2% |
| 0.8947935603 | 7 | 0.2% |
| Other values (993) | 2732 |
| Value | Count | Frequency (%) |
| 0.6998967364 | 1 | < 0.1% |
| 0.7135819492 | 3 | |
| 0.7176827201 | 3 | |
| 0.7238922111 | 4 | |
| 0.724666961 | 2 | 0.1% |
| 0.7252565525 | 2 | 0.1% |
| 0.7295600553 | 2 | 0.1% |
| 0.7306442431 | 4 | |
| 0.731564017 | 5 | |
| 0.7322237453 | 3 |
| Value | Count | Frequency (%) |
| 0.9305627139 | 3 | |
| 0.9235290021 | 4 | |
| 0.9234810453 | 2 | |
| 0.9229834746 | 1 | < 0.1% |
| 0.9218824365 | 4 | |
| 0.9218170052 | 3 | |
| 0.9214451377 | 2 | |
| 0.9184035118 | 2 | |
| 0.9169480017 | 1 | < 0.1% |
| 0.9142881235 | 2 |
Extent
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2800 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.72458678 |
| Minimum | 0.45453779 |
|---|---|
| Maximum | 0.84581251 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.0 KiB |
Quantile statistics
| Minimum | 0.45453779 |
|---|---|
| 5-th percentile | 0.63064192 |
| Q1 | 0.70167312 |
| median | 0.73371998 |
| Q3 | 0.75755057 |
| 95-th percentile | 0.78175184 |
| Maximum | 0.84581251 |
| Range | 0.39127472 |
| Interquartile range (IQR) | 0.055877458 |
Descriptive statistics
| Standard deviation | 0.04747387 |
|---|---|
| Coefficient of variation (CV) | 0.065518543 |
| Kurtosis | 2.6796559 |
| Mean | 0.72458678 |
| Median Absolute Deviation (MAD) | 0.026578736 |
| Skewness | -1.3329531 |
| Sum | 2031.0168 |
| Variance | 0.0022537683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5790716322 | 2 | 0.1% |
| 0.6921828172 | 2 | 0.1% |
| 0.6859948849 | 2 | 0.1% |
| 0.6306057076 | 1 | < 0.1% |
| 0.7119083556 | 1 | < 0.1% |
| 0.7440802191 | 1 | < 0.1% |
| 0.687406994 | 1 | < 0.1% |
| 0.6853117643 | 1 | < 0.1% |
| 0.6604774052 | 1 | < 0.1% |
| 0.7204512742 | 1 | < 0.1% |
| Other values (2790) | 2790 |
| Value | Count | Frequency (%) |
| 0.4545377868 | 1 | |
| 0.4665426918 | 1 | |
| 0.4750500848 | 1 | |
| 0.4811106853 | 1 | |
| 0.5125109553 | 1 | |
| 0.5189921069 | 1 | |
| 0.5216779019 | 1 | |
| 0.5260974521 | 1 | |
| 0.5262999181 | 1 | |
| 0.5306523297 | 1 |
| Value | Count | Frequency (%) |
| 0.845812508 | 1 | |
| 0.8388227104 | 1 | |
| 0.8340985182 | 1 | |
| 0.8218047988 | 1 | |
| 0.8193163857 | 1 | |
| 0.8150636943 | 1 | |
| 0.812721519 | 1 | |
| 0.8121424577 | 1 | |
| 0.8091220238 | 1 | |
| 0.8080778302 | 1 |
Convex_Area
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2737 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27696.218 |
| Minimum | 6355 |
|---|---|
| Maximum | 90642.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.0 KiB |
Quantile statistics
| Minimum | 6355 |
|---|---|
| 5-th percentile | 11025.95 |
| Q1 | 17088.5 |
| median | 24589 |
| Q3 | 34863.25 |
| 95-th percentile | 56392.8 |
| Maximum | 90642.5 |
| Range | 84287.5 |
| Interquartile range (IQR) | 17774.75 |
Descriptive statistics
| Standard deviation | 14237.348 |
|---|---|
| Coefficient of variation (CV) | 0.51405385 |
| Kurtosis | 1.6065718 |
| Mean | 27696.218 |
| Median Absolute Deviation (MAD) | 8388 |
| Skewness | 1.2300579 |
| Sum | 77632500 |
| Variance | 2.0270207 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31150 | 3 | 0.1% |
| 25311.5 | 2 | 0.1% |
| 33251.5 | 2 | 0.1% |
| 42292 | 2 | 0.1% |
| 27847 | 2 | 0.1% |
| 17638 | 2 | 0.1% |
| 14736 | 2 | 0.1% |
| 30942.5 | 2 | 0.1% |
| 29574.5 | 2 | 0.1% |
| 34335 | 2 | 0.1% |
| Other values (2727) | 2782 |
| Value | Count | Frequency (%) |
| 6355 | 1 | |
| 6522 | 1 | |
| 6532 | 1 | |
| 6558 | 1 | |
| 6960 | 1 | |
| 7254 | 1 | |
| 7429 | 1 | |
| 7455.5 | 1 | |
| 7466.5 | 1 | |
| 7473 | 1 |
| Value | Count | Frequency (%) |
| 90642.5 | 1 | |
| 88169 | 1 | |
| 87204 | 1 | |
| 87194.5 | 1 | |
| 85139 | 1 | |
| 85004 | 1 | |
| 83363.5 | 1 | |
| 82324.5 | 1 | |
| 81859 | 1 | |
| 81600.5 | 1 |
Type
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.0 KiB |
| SANORA | |
|---|---|
| MAMRA | |
| REGULAR |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 5.9978594 |
| Min length | 5 |
Characters and Unicode
| Total characters | 16812 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MAMRA |
|---|---|
| 2nd row | MAMRA |
| 3rd row | MAMRA |
| 4th row | MAMRA |
| 5th row | MAMRA |
Common Values
| Value | Count | Frequency (%) |
| SANORA | 943 | |
| MAMRA | 933 | |
| REGULAR | 927 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sanora | 943 | |
| mamra | 933 | |
| regular | 927 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 4679 | |
| R | 3730 | |
| M | 1866 | 11.1% |
| S | 943 | 5.6% |
| N | 943 | 5.6% |
| O | 943 | 5.6% |
| E | 927 | 5.5% |
| G | 927 | 5.5% |
| U | 927 | 5.5% |
| L | 927 | 5.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16812 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 4679 | |
| R | 3730 | |
| M | 1866 | 11.1% |
| S | 943 | 5.6% |
| N | 943 | 5.6% |
| O | 943 | 5.6% |
| E | 927 | 5.5% |
| G | 927 | 5.5% |
| U | 927 | 5.5% |
| L | 927 | 5.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16812 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 4679 | |
| R | 3730 | |
| M | 1866 | 11.1% |
| S | 943 | 5.6% |
| N | 943 | 5.6% |
| O | 943 | 5.6% |
| E | 927 | 5.5% |
| G | 927 | 5.5% |
| U | 927 | 5.5% |
| L | 927 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16812 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 4679 | |
| R | 3730 | |
| M | 1866 | 11.1% |
| S | 943 | 5.6% |
| N | 943 | 5.6% |
| O | 943 | 5.6% |
| E | 927 | 5.5% |
| G | 927 | 5.5% |
| U | 927 | 5.5% |
| L | 927 | 5.5% |
| Area | Aspect_Ratio | Compactness | Convex_Area | Eccentricity | Extent | Length | Perimeter | Roundness | Solidity | Thickness | Type | Width | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Area | 1.000 | 0.024 | 0.069 | 0.995 | 0.020 | 0.357 | 0.456 | 0.848 | 0.228 | 0.177 | 0.344 | 0.179 | 0.283 |
| Aspect_Ratio | 0.024 | 1.000 | 0.116 | 0.029 | 0.358 | -0.042 | 0.147 | 0.066 | -0.202 | -0.081 | 0.013 | 0.181 | 0.024 |
| Compactness | 0.069 | 0.116 | 1.000 | 0.133 | 0.107 | -0.523 | 0.178 | 0.520 | -0.436 | -0.832 | -0.028 | 0.204 | 0.122 |
| Convex_Area | 0.995 | 0.029 | 0.133 | 1.000 | 0.024 | 0.304 | 0.473 | 0.888 | 0.201 | 0.107 | 0.343 | 0.171 | 0.290 |
| Eccentricity | 0.020 | 0.358 | 0.107 | 0.024 | 1.000 | -0.033 | 0.123 | 0.063 | -0.204 | -0.058 | 0.025 | 0.164 | 0.012 |
| Extent | 0.357 | -0.042 | -0.523 | 0.304 | -0.033 | 1.000 | 0.031 | 0.020 | 0.286 | 0.677 | 0.057 | 0.256 | -0.036 |
| Length | 0.456 | 0.147 | 0.178 | 0.473 | 0.123 | 0.031 | 1.000 | 0.502 | -0.200 | -0.102 | 0.178 | 0.248 | 0.309 |
| Perimeter | 0.848 | 0.066 | 0.520 | 0.888 | 0.063 | 0.020 | 0.502 | 1.000 | -0.017 | -0.256 | 0.272 | 0.192 | 0.303 |
| Roundness | 0.228 | -0.202 | -0.436 | 0.201 | -0.204 | 0.286 | -0.200 | -0.017 | 1.000 | 0.322 | 0.070 | 0.321 | -0.023 |
| Solidity | 0.177 | -0.081 | -0.832 | 0.107 | -0.058 | 0.677 | -0.102 | -0.256 | 0.322 | 1.000 | 0.050 | 0.235 | -0.041 |
| Thickness | 0.344 | 0.013 | -0.028 | 0.343 | 0.025 | 0.057 | 0.178 | 0.272 | 0.070 | 0.050 | 1.000 | 0.173 | 0.170 |
| Type | 0.179 | 0.181 | 0.204 | 0.171 | 0.164 | 0.256 | 0.248 | 0.192 | 0.321 | 0.235 | 0.173 | 1.000 | 0.177 |
| Width | 0.283 | 0.024 | 0.122 | 0.290 | 0.012 | -0.036 | 0.309 | 0.303 | -0.023 | -0.041 | 0.170 | 0.177 | 1.000 |
| Length | Width | Thickness | Area | Perimeter | Roundness | Solidity | Compactness | Aspect_Ratio | Eccentricity | Extent | Convex_Area | Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 272.553253 | 227.940628 | 127.759132 | 22619.0 | 643.813269 | 0.460467 | 0.973384 | 1.458265 | 1.565795 | 0.798147 | 0.681193 | 23237.5 | MAMRA |
| 1 | 340.942719 | 234.188126 | 128.199509 | 23038.0 | 680.984841 | 0.451983 | 0.957304 | 1.601844 | 1.552992 | 0.755233 | 0.656353 | 24065.5 | MAMRA |
| 2 | 344.597992 | 229.418610 | 125.796547 | 22386.5 | 646.943212 | 0.178304 | 0.967270 | 1.487772 | 1.696236 | 0.845151 | 0.683620 | 23144.0 | MAMRA |
| 3 | 367.850677 | 232.763153 | 125.918808 | 22578.5 | 661.227483 | 0.547965 | 0.965512 | 1.540979 | 1.942538 | 0.806122 | 0.685360 | 23385.0 | MAMRA |
| 4 | 276.140106 | 230.150742 | 107.253448 | 19068.0 | 624.842706 | 0.430272 | 0.951450 | 1.629395 | 2.142503 | 0.844623 | 0.714800 | 20041.0 | MAMRA |
| 5 | 315.898743 | 231.914429 | 107.759789 | 19335.0 | 615.386863 | 0.605619 | 0.957344 | 1.558628 | 1.740388 | 0.814227 | 0.727920 | 20196.5 | MAMRA |
| 6 | 195.676468 | 226.371048 | 106.479408 | 18583.5 | 613.972649 | 0.386679 | 0.956286 | 1.614212 | 2.134406 | 0.808327 | 0.727908 | 19433.0 | MAMRA |
| 7 | 227.627579 | 226.186142 | 102.623077 | 18069.5 | 584.859952 | 0.257667 | 0.968978 | 1.506426 | 1.688412 | 0.876796 | 0.740675 | 18648.0 | MAMRA |
| 8 | 413.477173 | 133.728958 | 138.190536 | 41492.0 | 1078.984843 | 0.309009 | 0.950986 | 2.232834 | 1.731157 | 0.798828 | 0.767645 | 43630.5 | MAMRA |
| 9 | 418.210327 | 156.352112 | 129.659897 | 40630.5 | 1039.428493 | 0.295783 | 0.955888 | 2.116056 | 1.647175 | 0.822175 | 0.758598 | 42505.5 | MAMRA |
| Length | Width | Thickness | Area | Perimeter | Roundness | Solidity | Compactness | Aspect_Ratio | Eccentricity | Extent | Convex_Area | Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2793 | 294.598572 | 133.201599 | 110.655365 | 25529.0 | 765.386863 | 0.374527 | 0.956232 | 1.826074 | 1.809412 | 0.790335 | 0.681719 | 26697.5 | SANORA |
| 2794 | 282.113983 | 213.362000 | 126.778481 | 21200.5 | 687.085347 | 0.547854 | 0.945143 | 1.772007 | 1.508124 | 0.767723 | 0.708573 | 22431.0 | SANORA |
| 2795 | 420.821259 | 206.783310 | 127.363731 | 20866.0 | 674.073156 | 0.487400 | 0.954441 | 1.732866 | 1.690899 | 0.841358 | 0.721807 | 21862.0 | SANORA |
| 2796 | 292.296082 | 207.031631 | 125.491669 | 20319.5 | 706.943212 | 0.311953 | 0.945511 | 1.957249 | 2.070341 | 0.857196 | 0.719325 | 21490.5 | SANORA |
| 2797 | 345.911133 | 206.845505 | 125.980263 | 20483.5 | 655.830514 | 0.591948 | 0.958494 | 1.670972 | 1.656022 | 0.796027 | 0.731972 | 21370.5 | SANORA |
| 2798 | 244.866592 | 192.709366 | 122.356506 | 18471.5 | 653.345233 | 0.456914 | 0.931000 | 1.838965 | 1.812843 | 0.762105 | 0.725739 | 19840.5 | SANORA |
| 2799 | 366.171509 | 186.254745 | 118.708961 | 17213.5 | 581.688379 | 0.642495 | 0.952706 | 1.564234 | 1.705885 | 0.810162 | 0.714016 | 18068.0 | SANORA |
| 2800 | 408.806732 | 186.196182 | 119.147224 | 17510.5 | 608.315795 | 0.558189 | 0.948821 | 1.681705 | 1.668084 | 0.822138 | 0.718999 | 18455.0 | SANORA |
| 2801 | 280.646667 | 188.660828 | 120.634438 | 17941.0 | 630.759446 | 0.386465 | 0.944810 | 1.764701 | 1.705924 | 0.797262 | 0.738191 | 18989.0 | SANORA |
| 2802 | 269.356903 | 176.023636 | 88.955078 | 36683.5 | 887.310743 | 0.643761 | 0.947380 | 1.707933 | 1.530231 | 0.756930 | 0.722429 | 38721.0 | SANORA |